Machine Learning-Based Robotics in Unstructured Environments (Technical Insights)


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Table of Contents

Machine Learning-Based Robotics in Unstructured Environments (Technical Insights), Executive SummaryScope & MethodologyScope of the Research ServiceMethodologyKey Research FindingsTechnology SnapshotNoteworthy Emerging Technologies and ApplicationsAnalyst InsightsMachine Learning-Based Robotics in Unstructured Environments (Technical Insights), Technology; Applications--Viewpoint and Roadmap Technology PrimerThe Essential Components of Machine LearningCommon Learning ProblemsKey Types of Machine LearningWhat Robots Should Learn ?Robot Learning--A Difficult Machine Learning ProblemSensor Technology for Machine Learning-Based RobotsSignificance of Feature Identification for Navigation in Unstructured EnvironmentsThe Different Sensors To Be UtilizedHardware Issues in the Design of Machine Learning-Based RobotsParadigms in Robot LearningTechnology Roadmap of Machine Learning-Based RoboticsApplications ViewpointService RoboticsNetworked Robotics Applications RoadmapService RoboticsNetworked RoboticsMachine Learning-Based Robotics in Unstructured Environments (Technical Insights), Technology Adoption Factor AnalysisService Robotics Technology DriversTechnology ChallengesNetworked RoboticsTechnology DriversTechnology ChallengesMachine Learning-Based Robotics in Unstructured Environments (Technical Insights), Assessment of Global Research and InnovationsResearch Work at UniversitiesStandford AI Robot (STAIR) ProjectCognitive Agent that Learns and Observes (CALO) ProjectRobotic Soccer: The Brainstormers--University of Osnabruck; GermanyIntelligent Robot Systems for Elimination Units for Marine Oil Pollution (EU-MOP) Project--GreeceCognitive Systems for Cognitive Assistants (CoSy)--GermanySwarm Robotics; Universite Libre de Bruxelles--BelgiumHome Environment Cleaning Thoroughly Operating Robot (HECTOR) Project--GermanyHuman Observation-Based Motion Control Strategies in Intelligent Space--JapanMultimodal Teleoperation Interface for a Mobile Robot Based on Ubiquitous Information Access--JapanToward a Touching Presence--Technische Universitat Munchen; GermanyWork at Corporate EstablishmentsLearning Applied to Ground Robots (LAGR)--USAAutonomous Navigation Technology--SwitzerlandCorporate ContributionsInternational ComparisonsMachine Learning-Based Robotics in Unstructured Environments (Technical Insights), Directory of Patents and Key ContactsKey PatentsList of Key Patents--2006List of Key Patents--2005ContactsUniversitiesCorporatesMachine Learning-Based Robotics in Unstructured Environments (Technical Insights), Decision Support DatabaseDecision Support Database TablesNumber of Manufacturing Units--(1999-2006)Number of Service Organizations--(1999-2006)Number of Households--(1999-2006)Labor Force Population--(1999-2006)Number of Persons Employed in Manufacturing Industry--(1999-2006)Number of Persons Employed in Service Industry--(1999-2006)




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